LessonPolish
Upload a raw teaching screen recording and get a course-ready lesson with clean zooms, captions, quiz prompts, and platform exports for Teachable, Kajabi, or YouTube.
coaches and subject-matter experts selling online courses without an editor
- Removes filler words and long pauses automatically
- Generates chapter timestamps and a one-page lesson summary
- Inserts reflective quiz prompts at natural breaks
- Exports vertical or widescreen with burned-in or SRT captions
The creator economy on Teachable/Udemy/Kajabi keeps growing while Capptivo's auto-zoom proves raw recordings can be turned into pro lessons without an editor.
Course creation platforms report sustained double-digit growth in solo creator instructors, and Capptivo trending shows demand for cheap, fast demo polish.
Descript and Camtasia exist for general editing; nobody is shipping end-to-end auto-lesson polish tailored to course creators.
Educators already pay $20-50/mo for Kajabi, Teachable, and Podia; saving an editor's hourly fee converts easily.
Online and asynchronous learning is a structural shift that survives any single trend cycle.
Same whisper.cpp, FFmpeg, and LLM stack as demo tooling, applied to a narrower workflow.